2021 16th International Conference on Electronics Computer and Computation (ICECCO)最新文献

{"title":"Development and modeling of intelligent control system of cruise missile based on fuzzy logic","authors":"A.S. Utegen, K. Moldamurat, Mukhanbetkaliyeva Ainur, Amangul Talgat, Anuar Galymzhan Amandykuly, S. Brimzhanova","doi":"10.1109/icecco53203.2021.9663808","DOIUrl":"https://doi.org/10.1109/icecco53203.2021.9663808","url":null,"abstract":"This article considers an artificial intelligence system focused on the flight of a cruise missile. A fuzzy logic system belongs to the field of modern artificial intelligence. The cruise missile is widely used in the defense and military sphere. A cruise missile flies close to the ground and maneuvers very quickly during its flight. It is very difficult to direct a cruise missile to the object accurately and reach the target.For this reason, the control system is given a fuzzy logic method based on artificial intelligence. A cruise missile control system requires many parameters and complex mathematical models if it is controlled by a regular system. It requires a large resource and a lot of time to calculate the control system. A cruise missile is very effective when controlled by fuzzy logic, takes little time, maneuvers very quickly during the flight, and quickly makes decisions of any complexity.The article presents a virtual software simulator for creating a model of a cruise missile. This simulator is written in C++ programming language with the complex Matlab editor R2015b. The types, models, goals of use of cruise missiles preceding the virtual test are selected in the simulator. In the simulator the flight parameters of the selected cruise missile (flight speed v, range l, flight altitude h and angles of attack G0, directions of maneuver and external forces) are entered. In the simulator the trajectory of the missile flight is tested according to the task algorithm. The virtual test involves accurately targeting the cruise missile and reducing and eliminating deviations and errors while accurately reaching the target. The virtual software simulator tests any cruise and jet missile, ground-based objects of flight.This virtual software simulator is intended for use by space industry specialists, students at institutions of higher education, specialists trained in the army for practical testing of ground-based objects of flight.","PeriodicalId":331369,"journal":{"name":"2021 16th International Conference on Electronics Computer and Computation (ICECCO)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-11-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121337253","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Application of game design elements on higher education in Computer Science","authors":"Marat Urmanov, Madina Alimanova, Shyngys Adilkhan","doi":"10.1109/icecco53203.2021.9663756","DOIUrl":"https://doi.org/10.1109/icecco53203.2021.9663756","url":null,"abstract":"This paper includes a brief explanation of Game Design and its mechanics, Gamification, and how it has been studied and used in existing research works. Existing research works were analyzed and compared with this work. Later in this paper, the attempt to integrate such game mechanics as easter eggs hunting into online distance learning of Computer science courses in higher education was demonstrated. In the end, the results of the experiment are discussed in the conclusion section, and the future work of the continuation of applying non-obligatory gamified course content is explained.","PeriodicalId":331369,"journal":{"name":"2021 16th International Conference on Electronics Computer and Computation (ICECCO)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-11-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123308928","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Using CNN Models to Identify Suspicious and Criminal Behavior - A Survey of Current Research Trends","authors":"Zhunis Karimov, Nauryzbay Sapargali, Nazerke Manteyeva, Mels Begenov, Birzhan Moldagaliyev","doi":"10.1109/icecco53203.2021.9663850","DOIUrl":"https://doi.org/10.1109/icecco53203.2021.9663850","url":null,"abstract":"In recent years there was significant progress in analyzing video recordings to identify criminal and suspicious behavior. Major types of machine learning architectures used in these studies are 2D and 3D Convolutional Neural Network (CNN) architecture. This article aims to review a notion of general CNN’s as well as their various modifications used for crime detection from video footage. In addition to the introduction to architectural details, this paper is focused on studying and comparing methods used in various studies on detecting criminal behavior using CNN neural architecture. Finally, the paper presents possible directions for future research in the given domain.","PeriodicalId":331369,"journal":{"name":"2021 16th International Conference on Electronics Computer and Computation (ICECCO)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-11-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123686093","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"ICECCO 2021 Author Index","authors":"","doi":"10.1109/icecco53203.2021.9663792","DOIUrl":"https://doi.org/10.1109/icecco53203.2021.9663792","url":null,"abstract":"","PeriodicalId":331369,"journal":{"name":"2021 16th International Conference on Electronics Computer and Computation (ICECCO)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-11-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123821502","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Spatial interpolation of humidity values in the fields of East Kazakhstan agricultural experimental station","authors":"A. Nugumanova, A. Bondarovich, A. Tlebaldinova, I. Shuller, Kamila Rakhymbek, A. Maulit","doi":"10.1109/icecco53203.2021.9663790","DOIUrl":"https://doi.org/10.1109/icecco53203.2021.9663790","url":null,"abstract":"Soil moisture has a major impact on the growth and development of grain crops. With a change in moisture, most of the physical or chemical properties of the soil change, which determines the need for systematic control of soil moisture in the practice of agriculture. However, soil moisture is highly variable in space and time, which makes it difficult to measure it on a field-wide scale. Spatial moisture interpolation allows to solve this problem by continuously displaying moisture indicators throughout the landscape. In this paper, we compare two methods of interpolation Nearest neighbor interpolation and Inverse distance weighted for moisture indicators obtained at the soil surface and at a depth of 1 m. Both methods showed results easy to interpret, each at its own level of detailing.","PeriodicalId":331369,"journal":{"name":"2021 16th International Conference on Electronics Computer and Computation (ICECCO)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-11-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121077863","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"ICECCO 2021 Program Committees","authors":"","doi":"10.1109/icecco53203.2021.9663834","DOIUrl":"https://doi.org/10.1109/icecco53203.2021.9663834","url":null,"abstract":"","PeriodicalId":331369,"journal":{"name":"2021 16th International Conference on Electronics Computer and Computation (ICECCO)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-11-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121103277","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Machine learning techniques versus classical statistics in strength predictions of eco-friendly masonry units","authors":"A. A. Mahamat, Moussa Mahamat Boukar","doi":"10.1109/icecco53203.2021.9663760","DOIUrl":"https://doi.org/10.1109/icecco53203.2021.9663760","url":null,"abstract":"Earth-based materials demonstrated promising characteristics in the development of eco-friendly, low cost and sustainable construction materials. However, their unconventional utilization in construction makes the assessment of their properties very difficult and inaccurate because they are assessed based on conventional materials procedures. Hence, the properties of earth-based materials are not well understood. The assessment of earth-based materials properties for sustainable construction is time-consuming, expensive, and inaccurate. To obtain more accurate properties, an artificial neural network and statistical linear regression analysis were used to predict the compressive strength of alkali-activated soil. Statistical linear regression analysis was carried out to compare the efficiency of the machine learning technique with the classical statistics model. Parameters such as Si/Al, activator level, curing temperature, water absorption, and weight were used as input parameters to predict the target variable. The coefficient of determination was used to examine the performance of the models. The results depict that artificial neural network outperformed statistical linear regression analysis with R2 =0.74, RMSE=0.119 and R2 =0.48, RMSE=0.466 respectively. This indicates that statistical linear regression analysis is inefficient for prediction of the strength in alkali activated soils.","PeriodicalId":331369,"journal":{"name":"2021 16th International Conference on Electronics Computer and Computation (ICECCO)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-11-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125551244","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"MBTI personality classification using Apache Spark","authors":"K. Orynbekova, A. Talasbek, Abylay Omar, A. Bogdanchikov, S. Kadyrov","doi":"10.1109/icecco53203.2021.9663858","DOIUrl":"https://doi.org/10.1109/icecco53203.2021.9663858","url":null,"abstract":"Personality determines how person make decisions, speak or react on different situations. In this paper explained shortly the specifics of Myers-Briggs Type Indicator personality classification, then details of preparation of the experiment to run on Apache Spark platform. In experiment three different classification algorithms (Logistic Regression, Naive Bayes, Support Vector Machine) are used to train and predict MBTI personality pairs on a Kaggle dataset consisting of 8675 users tweets. In the end explained the data preprocessing and algorithm training, testing, validation details and results. The models with different vector combinations have been compared, and results have been described.","PeriodicalId":331369,"journal":{"name":"2021 16th International Conference on Electronics Computer and Computation (ICECCO)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-11-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114469631","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Design of a hand rehabilitation gaming platform using IoT technologies","authors":"Madina Alimanova, D. Kozhamzharova, Shyngys Adilkhan, Marat Urmanov, Nurlan Karimzhan","doi":"10.1109/icecco53203.2021.9663754","DOIUrl":"https://doi.org/10.1109/icecco53203.2021.9663754","url":null,"abstract":"Nowadays, elements of the game can be met more often in regular processes. Education, business, marketing and many other spheres are being included with gaming elements, since games, according to conducted studies, positively affect people and make them happier. Also, games reduce stress and help to be focused on specific tasks. Today’s technologies such as virtual reality tools provide huge opportunities for developers to create projects that can be used as a key element that improves the efficiency and results of certain processes.This article presents a gaming platform for hand rehabilitation, which includes the use of a Leap Motion controller in conjunction with an Arduino-based robotic arm. The main idea of gamification of hand rehabilitation is to help improve the accuracy of gestures, coordination, and also restore the functionality of the hands using the capabilities of Leap Motion and Arduino.","PeriodicalId":331369,"journal":{"name":"2021 16th International Conference on Electronics Computer and Computation (ICECCO)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-11-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133641651","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Evaluation of Collision Resolution Methods Using Asymptotic Analysis","authors":"Ahmed Dalhatu Yusuf, S. Abdullahi, Moussa Mahamat Boukar, Salisu Ibrahim Yusuf","doi":"10.1109/icecco53203.2021.9663778","DOIUrl":"https://doi.org/10.1109/icecco53203.2021.9663778","url":null,"abstract":"The basic idea of hashing is to use a hash function h(k) to reduce a giant universe to a reasonably small table such that U = {0, 1, .., |U | − 1} → T {0, 1, …, |T | − 1} with Prh{h(key) → T } = 1/|K| which is independent of h(y) for all x y ∈ U. Hashing has been an efficient implicit and explicit search technique for retrieving an element from a collection for many years. Collision is inevitable in a high load factor environment, thus several algorithms for resolving collision to find an alternative slot for a key x in a hash table have been presented. One of the important property of these algorithms is running time complexity. Here, we analysed the performance of these algorithms based on runtime analysis for retrieving and inserting a key using asymptotic analysis. We discovered that many of these algorithms have a non constant insertion and retrieval time. Furthermore, only one algorithm was discovered to have an exact constant time for both lookup and insertion of any arbitrary key into a hash table.","PeriodicalId":331369,"journal":{"name":"2021 16th International Conference on Electronics Computer and Computation (ICECCO)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-11-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123659652","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}